Google Analytics 4 MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 12 tools to Batch Run Reports, Check Compatibility, Get Conversions, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Google Analytics 4 through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
Ask AI about this App Connector for OpenAI Agents SDK
The Google Analytics 4 app connector for OpenAI Agents SDK is a standout in the Industry Titans category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Google Analytics 4 Assistant",
instructions=(
"You help users interact with Google Analytics 4. "
"You have access to 12 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Google Analytics 4"
)
print(result.final_output)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Google Analytics 4 MCP Server
Connect your Google Analytics 4 property to any AI agent and access web analytics through natural conversation.
The OpenAI Agents SDK auto-discovers all 12 tools from Google Analytics 4 through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Google Analytics 4, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Custom Reports — Run fully customizable GA4 reports with any combination of dimensions, metrics, and date ranges
- Real-Time Analytics — Monitor active users and current page views in real time
- Page Performance — Retrieve the top 25 pages ranked by views for any time period
- Traffic Sources — Analyze session sources and mediums to understand where visitors come from
- User Demographics — View user distribution by country for geographic insights
- Device Breakdown — See user distribution across desktop, mobile, and tablet
- Conversions — Track conversion events with counts and revenue data
- Advanced Reporting — Run pivot reports and batch multiple reports in a single request
- Metadata & Compatibility — List all available dimensions and metrics, and verify compatibility before building reports
The Google Analytics 4 MCP Server exposes 12 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 12 Google Analytics 4 tools available for OpenAI Agents SDK
When OpenAI Agents SDK connects to Google Analytics 4 through Vinkius, your AI agent gets direct access to every tool listed below — spanning web-analytics, event-tracking, conversion-analysis, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Batch run reports
Check report compatibility
Get conversions
Get device breakdown
Get available dimensions and metrics
Get top pages by views
Get traffic sources
Get user demographics
List audience exports
Run pivot report
Run realtime report
Data JSON must include dateRanges, dimensions, and metrics arrays. Run a custom report
Connect Google Analytics 4 to OpenAI Agents SDK via MCP
Follow these steps to wire Google Analytics 4 into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install the SDK
pip install openai-agents in your Python environmentReplace the token
[YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.comRun the script
python agent.pyExplore tools
Why Use OpenAI Agents SDK with the Google Analytics 4 MCP Server
OpenAI Agents SDK provides unique advantages when paired with Google Analytics 4 through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Google Analytics 4 + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Google Analytics 4 MCP Server delivers measurable value.
Automated workflows: build agents that query Google Analytics 4, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Google Analytics 4, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Google Analytics 4 tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Google Analytics 4 to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for Google Analytics 4 in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Google Analytics 4 immediately.
"Show me the top 10 pages by views this month and where the traffic is coming from."
"How many conversions did we get this week and which pages drove them?"
"What devices are our users on and which countries are generating the most traffic?"
Troubleshooting Google Analytics 4 MCP Server with OpenAI Agents SDK
Common issues when connecting Google Analytics 4 to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Google Analytics 4 + OpenAI Agents SDK FAQ
Common questions about integrating Google Analytics 4 MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.